Francesco Pelosin

According to our database, Francesco Pelosin authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

MIND: Multi-Task Incremental Network Distillation.

Jacopo Bonato, Francesco Pelosin, Luigi Sabetta, Alessandro Nicolosi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

DUCK: Distance-based Unlearning via Centroid Kinematics.

Marco Cotogni, Jacopo Bonato, Luigi Sabetta, Francesco Pelosin, Alessandro Nicolosi

CoRR, 2023

Dissecting Continual Learning a Structural and Data Analysis.

Francesco Pelosin

CoRR, 2023

Incremental Automatic Image Annotation.

Luigi Sabetta, Francesco Pelosin, Giulia Denevi, Alessandro Nicolosi

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones.

Francesco Pelosin

CoRR, 2022

Smaller is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning.

Francesco Pelosin, Andrea Torsello

Proceedings of the International Joint Conference on Neural Networks, 2022

Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization.

Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

More Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning.

Francesco Pelosin, Andrea Torsello

CoRR, 2021

2020

Separating Structure from Noise in Large Graphs Using the Regularity Lemma.

Marco Fiorucci, Francesco Pelosin, Marcello Pelillo

Pattern Recognit., 2020

Unsupervised Semantic Discovery Through Visual Patterns Detection.

Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2020

2018

Graph Compression Using The Regularity Method.

Francesco Pelosin

CoRR, 2018